Publications

  • Solway, A., Lohrenz, T., and Montague, P. R. Loss aversion predicts reliance on model-based control. Submitted.
  • Solway, A. and Botvinick, M. M. The temporal dynamics of goal-directed decision making. In R. Morris, A. Bornstein, and A. Shenhav (Eds.), Understanding goal-directed decision making: computations and circuits. Elsevier.
  • Solway, A., Gu, X., and Montague, P. R. (in press). Forgetting to be addicted: reconsolidation and the disconnection of things past (commentary). Biological Psychiatry.
  • Solway, A., Lohrenz, T., and Montague, P. R. (2017). Simulating future value in intertemporal choice. Scientific Reports, 7(43119). (pdf, supplemental)
  • Botvinick, M. M., Weinstein, A., Solway, A., and Barto, A. G. (2015). Reinforcement learning, efficient coding, and the statistics of natural tasks. Current Opinion in Behavioral Sciences, 5, 71–77. (pdf)
  • Solway, A. and Botvinick, M. M. (2015). Evidence integration in model-based tree search. Proceedings of the National Academy of Sciences, 112(37), 11708–11713. (pdf, supplemental)
  • Solway*, A., Diuk*, C., Córdova, N., Yee, D., Barto, A. G., Niv, Y., et al. (2014). Optimal behavioral hierarchy. PLOS Computational Biology, 10, e1003779. (pdf, supplemental)
  • Jacobs, J., Weidemann, C. T., Miller, J. F., Solway, A., Burke, J. F., Wei, X.-X., et al. (2013). Direct recordings of grid-like neuronal activity in human spatial navigation. Nature Neuroscience, 16(9), 1188–1190. (pdf, supplemental)
  • Miller, J. F., Neufang, M., Solway, A., Brandt, A., Trippel, M., Mader, I., et al. (2013). Neural activity in human hippocampal formation reveals the spatial context of retrieved memories. Science, 342(6162), 1111–1114. (pdf)
  • Solway, A., Miller, J. F., and Kahana, M. J. (2013). PandaEPL: A library for programming spatial navigation experiments. Behavior Research Methods, 45(4), 1293–1312. (pdf)
  • Solway, A. and Botvinick, M. M. (2012). Goal-directed decision making as probabilistic inference: a computational framework and potential neural correlates. Psychological Review, 119(1), 120–154. (pdf)
  • Solway, A., Murdock, B. B., and Kahana, M. J. (2012). Positional and temporal clustering in serial order memory. Memory & Cognition, 40(2), 177–190. (pdf)
  • Ribas-Fernandes, J. J. F., Solway, A., Diuk, C., McGuire, J. T., Barto, A. G., Niv, Y., et al. (2011). A neural signature of hierarchical reinforcement learning. Neuron, 71(2), 370–379. (pdf, supplemental)
  • Solway, A., Geller, A. S., Sederberg, P. B., and Kahana, M. J. (2010). PyParse: A semiautomated system for scoring spoken recall data. Behavior Research Methods, 42(1), 141–147. (pdf)